Pith Number

pith:HTJDICMV

pith:2026:HTJDICMV3NEZ27ANZ77ICEHLKE

not attested not anchored not stored refs pending

Quantize with Confidence? An Empirical Study of Quantization for Code Generation

Antonio Mastropaolo, Md. Zahidul Haque, Saima Afrin

arxiv:2607.14181 v1 · 2026-07-15 · cs.SE · cs.LG · cs.PL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HTJDICMV3NEZ27ANZ77ICEHLKE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-17T00:20:55.749857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3cd2340995db499d7c0dcffe8110eb5102b9ae22a32c66def54fb971949c14c1

Aliases

arxiv: 2607.14181 · arxiv_version: 2607.14181v1 · doi: 10.48550/arxiv.2607.14181 · pith_short_12: HTJDICMV3NEZ · pith_short_16: HTJDICMV3NEZ27AN · pith_short_8: HTJDICMV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/HTJDICMV3NEZ27ANZ77ICEHLKE \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 3cd2340995db499d7c0dcffe8110eb5102b9ae22a32c66def54fb971949c14c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c7470f5cba128a46c4181899e2920670d4710932d396d3b251f2632cff67e7a",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-15T14:05:33Z",
    "title_canon_sha256": "1ef43bcc0def587c69d1b19938dba66ad621f2f96850134c7e3879f67debc497"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14181",
    "kind": "arxiv",
    "version": 1
  }
}